Peter Auer
Research output
- 2002
- Published
Using confidence bounds for exploitation-exploration trade-offs
Auer, P., 2002, In: Journal of machine learning research (JMLR). p. 397-422Research output: Contribution to journal › Article › Research › peer-review
- 2000
- Published
Adaptive and Self-Confident On-Line Learning Algorithms
Auer, P. & Gentile, C., 2000, Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000). Springer, p. 107-117Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
An Improved On-line Algorithm for Learning Linear Evaluation Functions
Auer, P., 2000, Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000). Springer, p. 118-125Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Using Upper Confidence Bounds for Online Learning
Auer, P., 2000, 41th Annual Symposium on Foundations of Computer Science. p. 270-293Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- 1999
- Published
Finite Time Analysis of the Multiarmed Bandit Problem
Auer, P., Cesa-Bianchi, N. & Fischer, P., 1999, IT Workshop on Decision, Estimation, Classification and Imaging. p. ---Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Structural Results About On-Line Learning Models With and Without Queries
Auer, P. & Long, P. M., 1999, In: Machine learning. 36, p. 147-181Research output: Contribution to journal › Article › Research › peer-review
- 1998
- Published
Approximating Hyper-Rechtangles: Learning and Pseudorandon Sets
Auer, P., Long, P. M. & Srinivasan, A., 1998, In: Journal of computer and system sciences (JCSS). 57, p. 376-388Research output: Contribution to journal › Article › Research › peer-review
- Published
Introduction to the Special Issue on Computational Learning Theory
Auer, P. & Maas, W., 1998, In: Algorithmica. 22, p. 1-2Research output: Contribution to journal › Article › Research › peer-review
- Published
On Learning from Ambiguous Information
Auer, P., 1998, In: Periodica polytechnica / Electrical engineering. 1, p. 115-122Research output: Contribution to journal › Article › Research › peer-review
- Published
On-line Learning with Malicious Noise and the Closure Algorithm
Auer, P. & Cesa-Bianchi, N., 1998, In: Annals of mathematics and artificial intelligence. 23, p. 83-99Research output: Contribution to journal › Article › Research › peer-review
